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Adapting the pre-trained convolutional neural networks to improve the anomaly detection and classification in mammographic images

Mortality from breast cancer (BC) is among the top causes of cancer death in women. BC can be effectively treated when diagnosed early, improving the likelihood that a patient will survive. BC masses and calcification clusters must be identified by mammography in order to prevent disease effects and...

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Detalles Bibliográficos
Autores principales: Saber, Abeer, Hussien, Abdelazim G., Awad, Wael A., Mahmoud, Amena, Allakany, Alaa
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10492817/
https://www.ncbi.nlm.nih.gov/pubmed/37689757
http://dx.doi.org/10.1038/s41598-023-41633-0